Simple Statistical Methods for Software Engineering Data and Patterns 1st Edition by Ravindranath Pandian, Murali Kumar 9781439816615 1439816611
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Product details:
ISBN 10: 1439816611
ISBN 13: 9781439816615
Author: C. Ravindranath Pandian, Murali Kumar
Although there are countless books on statistics, few are dedicated to the application of statistical methods to software engineering. Simple Statistical Methods for Software Engineering: Data and Patterns fills that void. Instead of delving into overly complex statistics, the book details simpler solutions that are just as effective and connect
Table of contents:
Section I Data
Chapter 1 Data, Data Quality, and Descriptive Statistics The Challenge That Persists
Chapter 2 Truth and Central Tendency
Chapter 3 Data Dispersion
Chapter 4 Tukey’s Box Plot: Exploratory Analysis
Chapter 5 Deriving Metrics
Chapter 6 Achieving Excellence in Software Development Using Metrics
Chapter 7 Maintenance Metrics
Chapter 8 Software Test Metrics
Chapter 9 Agile Metrics
Section II Metrics
Chapter 10 Pattern Extraction Using Histogram
Chapter 11 The Law of Large Numbers
Chapter 12 Law of Rare Events
Chapter 13 Grand Social Law: The Bell Curve
Chapter 14 Law of Compliance: Uniform Distribution
Chapter 15 Law for Estimation: Triangular Distribution
Chapter 16 The Law of Life: Pareto Distribution 80/20 Aphorism
Section III Laws of Probability
Chapter 17 Software Size Growth: Log-Normal Distribution
Chapter 18 Gamma Distribution: Making Use of Minimal Data
Chapter 19 Weibull Distribution: A Tool for Engineers
Chapter 20 Gumbel Distribution for Extreme Values
Chapter 21 Gompertz Software Reliability Growth Model
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Tags: Ravindranath Pandian, Murali Kumar, Simple, Statistical